TRM Labs is looking to build scalable graph systems that analyze large networks of cryptocurrency transactions to combat illicit activity and global security threats.
Requirements
- You have strong knowledge of algorithm design and data structures, and have experience applying this knowledge towards real-world problems.
- You have experience optimizing large-scale distributed data processing systems such as Apache Spark, Apache Hadoop, Dask, and distributed graph databases.
- You have experience converting academic research into products and have worked with research teams that regularly ship new features.
- You have strong programming experience with Python and SQL.
- You are knowledgeable of basic graph theory concepts.
Responsibilities
- Designing and implementing graph algorithms that analyze large cryptocurrency transaction networks at multi-blockchain scale
- Researching new graph-native technology to evaluate benefit to data science and data engineering teams at TRM
- Working on a highly cross-functional team that collaborates with cryptocurrency investigators to identify key user stories and requirements for new graph algorithms and features
- Understanding and refining TRM’s risk models which analyze large networks of cryptocurrency transactions to assign risk scores to addresses
- Communicating complex implementation details to a variety of audiences from investigators and customer success stakeholders to data engineers and data scientists
- Integrating with a diverse set of data inputs ranging from raw blockchain data to complex model outputs
- Leverage distributed databases and graph processors to implement real-time graph algorithms at the multi-blockchain scale.
Other
- You are an excellent communicator who is skilled at tailoring explanations of complex topics to both technical and non-technical audiences.
- You are delivery-oriented. You are able to lead and execute new features start to finish.
- You are autonomous and own what you work on. You move fast and get things done.
- Our team is spread out over several countries and time zones.
- We're driven by a deep sense of ownership, constant pursuit of improvement and an obsession with delivering magical experiences to our customers
